CS 574

Fall 2015 All Classes

All Classes

Credit: 4 hours.

Basic and advanced concepts in the design and analysis of randomized algorithms. Sampling; concentration inequalities such as Chernoff-Hoeffding bounds; probabilistic method; random walks, dimension reduction; entropy; martingales and Azuma's inequality; derandomization. Randomized algorithms for sorting and searching; graphs; geometric problems. Basics of pseudorandomness and randomized complexity classes.

Prerequisite: CS 473; MATH 461 or STAT 400.

CS 574 class schedule data for fall 2015
CRN Type Section Time Day Location Instructor Section Details
65259
Lecture-Discussion
R
12:30PM -1:45PM
TR
1105 Siebel Center for Comp Sci
Kolla, A
Part of Term:
1
Date Range:
08/24/15-12/09/15
Credit:
4 hours
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